Triple

T8272331
Position Surface form Disambiguated ID Type / Status
Subject AJP-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations E193458 entity
Predicate relatedTo P37 FINISHED
Object NATO crisis response planning
NATO crisis response planning is the structured process by which the Alliance rapidly develops, coordinates, and approves military and political courses of action to address emerging crises and contingencies.
E722931 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: NATO crisis response planning | Statement: [AJP-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations, relatedTo, NATO crisis response planning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NATO crisis response planning
Context triple: [AJP-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations, relatedTo, NATO crisis response planning]
  • A. NATO security policy framework
    The NATO security policy framework is the overarching set of principles, rules, and procedures that govern how NATO protects classified information, personnel, and assets across the Alliance.
  • B. NATO Defence Planning Process
    The NATO Defence Planning Process is the Alliance’s structured framework for translating political guidance into concrete military capability targets and coordinating member states’ efforts to develop and deliver those capabilities.
  • C. NATO Readiness Initiative
    The NATO Readiness Initiative is an allied defense effort to ensure that a large pool of high-readiness land, air, maritime, and special operations forces can be rapidly deployed to respond to emerging security threats.
  • D. Strategic Commands of NATO
    The Strategic Commands of NATO are the alliance’s highest-level military headquarters responsible for directing overall strategic planning, operations, and force development across the transatlantic area.
  • E. NATO capability development
    NATO capability development is the process by which the Alliance identifies, plans, and delivers the military capabilities needed to meet current and future operational requirements across its member states.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: NATO crisis response planning
Triple: [AJP-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations, relatedTo, NATO crisis response planning]
Generated description
NATO crisis response planning is the structured process by which the Alliance rapidly develops, coordinates, and approves military and political courses of action to address emerging crises and contingencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NATO crisis response planning
Target entity description: NATO crisis response planning is the structured process by which the Alliance rapidly develops, coordinates, and approves military and political courses of action to address emerging crises and contingencies.
  • A. NATO security policy framework
    The NATO security policy framework is the overarching set of principles, rules, and procedures that govern how NATO protects classified information, personnel, and assets across the Alliance.
  • B. NATO Defence Planning Process
    The NATO Defence Planning Process is the Alliance’s structured framework for translating political guidance into concrete military capability targets and coordinating member states’ efforts to develop and deliver those capabilities.
  • C. NATO Readiness Initiative
    The NATO Readiness Initiative is an allied defense effort to ensure that a large pool of high-readiness land, air, maritime, and special operations forces can be rapidly deployed to respond to emerging security threats.
  • D. Strategic Commands of NATO
    The Strategic Commands of NATO are the alliance’s highest-level military headquarters responsible for directing overall strategic planning, operations, and force development across the transatlantic area.
  • E. NATO capability development
    NATO capability development is the process by which the Alliance identifies, plans, and delivers the military capabilities needed to meet current and future operational requirements across its member states.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca82e14ae481908ffdb822cd2192bc completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb798878988190a5f63c854aa070f2 completed March 31, 2026, 7:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd68470f8481909df50c5b6c3cf50c completed April 1, 2026, 6:47 p.m.
NEDg Description generation batch_69cd6d52763c8190891f88d62be44786 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e0d1b8c8190b5183cc176432061 completed April 1, 2026, 8:20 p.m.
Created at: March 30, 2026, 5:50 p.m.